{"id":"https://openalex.org/W2025705401","doi":"https://doi.org/10.1109/tce.2012.6311326","title":"BEST: Best-effort energy saving techniques for NAND flash-based hybrid storage","display_name":"BEST: Best-effort energy saving techniques for NAND flash-based hybrid storage","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2025705401","doi":"https://doi.org/10.1109/tce.2012.6311326","mag":"2025705401"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2012.6311326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2012.6311326","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007854515","display_name":"Hyotaek Shim","orcid":"https://orcid.org/0000-0002-1641-5791"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyotaek Shim","raw_affiliation_strings":["Computer Science Department, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390278","display_name":"Jin\u2010Soo Kim","orcid":"https://orcid.org/0000-0003-1065-9362"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin-soo Kim","raw_affiliation_strings":["Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ. (SKKU), Suwon, South Korea"],"affiliations":[{"raw_affiliation_string":"Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ. (SKKU), Suwon, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108507213","display_name":"Seungryoul Maeng","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungryoul Maeng","raw_affiliation_strings":["Computer Science Department, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007854515"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":1.4184,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.82259149,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"58","issue":"3","first_page":"841","last_page":"848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/flash","display_name":"Flash (photography)","score":0.5895829796791077},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5871682167053223},{"id":"https://openalex.org/keywords/nand-gate","display_name":"NAND gate","score":0.49912023544311523},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.4374714493751526},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.41344523429870605},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4029015898704529},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3934551179409027},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3309885859489441},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26938268542289734},{"id":"https://openalex.org/keywords/logic-gate","display_name":"Logic gate","score":0.21294981241226196},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.14362403750419617}],"concepts":[{"id":"https://openalex.org/C2777526259","wikidata":"https://www.wikidata.org/wiki/Q221836","display_name":"Flash (photography)","level":2,"score":0.5895829796791077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5871682167053223},{"id":"https://openalex.org/C124296912","wikidata":"https://www.wikidata.org/wiki/Q575178","display_name":"NAND gate","level":3,"score":0.49912023544311523},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.4374714493751526},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.41344523429870605},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4029015898704529},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3934551179409027},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3309885859489441},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26938268542289734},{"id":"https://openalex.org/C131017901","wikidata":"https://www.wikidata.org/wiki/Q170451","display_name":"Logic gate","level":2,"score":0.21294981241226196},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.14362403750419617},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2012.6311326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2012.6311326","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W95137208","https://openalex.org/W1501438954","https://openalex.org/W1565505356","https://openalex.org/W1995467417","https://openalex.org/W2046606926","https://openalex.org/W2050619600","https://openalex.org/W2056493743","https://openalex.org/W2061193308","https://openalex.org/W2095905546","https://openalex.org/W2107200720","https://openalex.org/W2110211554","https://openalex.org/W2110363625","https://openalex.org/W2110769397","https://openalex.org/W2117940502","https://openalex.org/W2125724612","https://openalex.org/W2152205760","https://openalex.org/W2160485179","https://openalex.org/W2165068957","https://openalex.org/W3142150459","https://openalex.org/W3152210458","https://openalex.org/W4253881859","https://openalex.org/W6603859331","https://openalex.org/W6678736169","https://openalex.org/W6683237181","https://openalex.org/W6684515133"],"related_works":["https://openalex.org/W2385875016","https://openalex.org/W2054139911","https://openalex.org/W1577524679","https://openalex.org/W2386432552","https://openalex.org/W4230869547","https://openalex.org/W2355887979","https://openalex.org/W4285309357","https://openalex.org/W2489439822","https://openalex.org/W4237143391","https://openalex.org/W2350469736"],"abstract_inverted_index":{"The":[0],"NAND":[1],"flash-based":[2],"hybrid":[3,89,146,168],"storage":[4,28,147,169],"that":[5,25,68,139,190],"consists":[6],"of":[7,144,166,179],"a":[8,44,52],"hard":[9,184],"disk":[10,53,98,102,129],"and":[11,32,73,100,176,183],"flash":[12,92,117,181],"cache":[13,93],"has":[14,65],"been":[15,66],"widely":[16],"used":[17,95],"in":[18,37,115],"mobile":[19],"PCs,":[20],"such":[21,38],"as":[22],"laptop/desktop":[23],"computers,":[24],"require":[26],"large":[27],"capacity,":[29],"energy":[30,41,62,151,196],"efficiency,":[31],"better":[33],"performance.":[34],"In":[35,87,158],"particular,":[36],"consumer":[39],"devices,":[40],"saving":[42,197],"is":[43,83,94],"major":[45],"concern":[46],"under":[47,154,198],"limited":[48,173],"battery":[49],"capacity.":[50],"Although":[51],"can":[54,111],"be":[55,112,123],"spun":[56],"down":[57],"during":[58],"idle":[59],"time":[60],"for":[61,96],"saving,":[63],"it":[64],"observed":[67],"there":[69,82],"are":[70],"frequent":[71,128],"read":[72,120],"write":[74,109],"requests":[75,110,121],"generated":[76],"by":[77,170],"background":[78,156],"applications,":[79],"even":[80,153],"while":[81],"no":[84],"user":[85],"activity.":[86],"the":[88,91,106,116,141,145,160,164,167,172,180,191],"storage,":[90],"reducing":[97],"activities":[99],"prolonging":[101],"spin-down":[103,107],"time.":[104],"During":[105],"time,":[108],"temporarily":[113],"stored":[114],"cache,":[118],"whereas":[119],"should":[122],"carefully":[124],"handled":[125],"to":[126,148],"avoid":[127],"spin-ups.":[130],"This":[131],"paper":[132],"presents":[133],"Best-effort":[134],"Energy":[135],"Saving":[136],"Techniques":[137],"(BEST)":[138],"make":[140],"best":[142],"use":[143],"provide":[149],"low":[150],"consumption,":[152],"many":[155],"applications.":[157],"addition,":[159],"proposed":[161,192],"techniques":[162,193],"ensure":[163],"lifetime":[165],"considering":[171],"block":[174],"erase":[175],"load/unload":[177],"cycles":[178],"memory":[182],"disk,":[185],"respectively.":[186],"Evaluation":[187],"results":[188],"demonstrate":[189],"achieve":[194],"considerable":[195],"various":[199],"workloads,":[200],"compared":[201],"with":[202],"previous":[203],"studies.":[204]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}